A hybrid linear-quadratic filter is proposed for images corrupted by Gaussian noise. The filter is designed to yield a simple control of noise cancellation and detail preservation by using the piecewise linear or quadratic functions. Experimental results demonstrate the better performance of the proposed filter compared to the existing piecewise linear filter.